In the general case where the crust is for flavor:
Brocho before eating this: Borei Minei Mezonos
Brocho after eating the proper shiur of this: Borei Nefashos (in the rare case where one consumes the proper shiur of crust, recite Al Hamichya)
If, however, the crust is merely to hold the cake together:
Brocho before eating this: Shehakol Niyeh Bedvoro
Brocho after eating the proper shiur of this: Borei Nefashos
Source: The Laws of B'rachos (page 362)